Complete RAG Concepts Explained | Vector Database to Evaluation Prompts

Learn with me · Beginner ·🛠️ AI Tools & Apps ·2mo ago
Skills: Prompt Craft53%

About this lesson

In this video, we dive deep into the advanced concepts behind modern AI systems and RAG applications If you want to understand how AI tools like ChatGPT use external knowledge, vector databases, safety prompts, and evaluation systems — this video is for you. Topics Covered: • Vector Databases (ChromaDB Basics) • Knowledge Base Creation • Custom Datasets for Prompts • Safety & Alignment Prompts • Evaluation Prompts • Real-world AI Applications 🎯 You’ll learn: ✅ How vector databases work ✅ How companies build knowledge base chatbots ✅ How custom datasets improve AI responses ✅ How safety prompts control AI behavior ✅ How evaluation prompts improve answer quality This video is part of the Prompt Engineering Series on Learn With Me 💬 Comment below: Which AI topic should I cover next? 👉 Don’t forget to Like, Share & Subscribe for more AI and Prompt Engineering content. #promptengineeringtutorial #rag #vectordatabases #ChromaDB #artificialintelligence #generativeai #knowledgebasedtraining #aichatbot #langchain #chatgpt #aiprojects #machinelearning #openai #learnwithme #techeducation

Original Description

In this video, we dive deep into the advanced concepts behind modern AI systems and RAG applications If you want to understand how AI tools like ChatGPT use external knowledge, vector databases, safety prompts, and evaluation systems — this video is for you. Topics Covered: • Vector Databases (ChromaDB Basics) • Knowledge Base Creation • Custom Datasets for Prompts • Safety & Alignment Prompts • Evaluation Prompts • Real-world AI Applications 🎯 You’ll learn: ✅ How vector databases work ✅ How companies build knowledge base chatbots ✅ How custom datasets improve AI responses ✅ How safety prompts control AI behavior ✅ How evaluation prompts improve answer quality This video is part of the Prompt Engineering Series on Learn With Me 💬 Comment below: Which AI topic should I cover next? 👉 Don’t forget to Like, Share & Subscribe for more AI and Prompt Engineering content. #promptengineeringtutorial #rag #vectordatabases #ChromaDB #artificialintelligence #generativeai #knowledgebasedtraining #aichatbot #langchain #chatgpt #aiprojects #machinelearning #openai #learnwithme #techeducation
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